Current Students
Current Students
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Carlos Eduardo Silva
Carlos Eduardo Silva
Master's student in Computer Science. PPGCC/UFLA.
Title: Evaluation of Hierarchical Classification Approaches for Detecting Hate Speech in the Portuguese Language.
Supervisors: Prof. Luiz and Profa Cissa.
Contact: carlos.silva27@estudante.ufla.br
Diego Viana Gomes
Diego Viana Gomes
Master's student in Computer Science. PPGCC/UFLA.
Title: Intelligent system based on machine learning for detecting seizures in autistic adults through behavioral monitoring via sensors, offering early warnings.
Supervisors: Profa Marluce and Profa Cissa.
Contact: diego.gomes4@estudante.ufla.br
Gustavo Oliveira Gois
Gustavo Oliveira Gois
Master's student in Computer Science. PPGEE Poli USP.
Title: Multimodel architecture to improve resilience against data poisoning.
Supervisors: Prof Paulo Cugnasca Profa Cissa.
Contact: guga.oliveira52@gmail.com
Marco Antônio Magalhães
Marco Antônio Magalhães
Undergraduate Course: Bachelor's Degree in Computer Science. Undergraduate Student.
Project Type: Final Project (TCC)
Title: Kohonen Self-Organizing Maps and Neuron Clustering for Multi-Label Classification.
Supervisors: Profa Cissa.
Contact: marco.magalhaes@estudante.ufla.br
Heitor Rodrigues Sabino
Heitor Rodrigues Sabino
Undergraduate Course: Bachelor's Degree in Computer Science. Undergraduate Student.
Project Type: Final Project (TCC)
Title: (still defining the project).
Supervisors: Profa Cissa and Prof. Luiz.
Contact: heitor.sabino@estudante.ufla.br
Guilherme da Costa Baesse
Guilherme da Costa Baesse
Undergraduate Course: Bachelor's Degree in Computer Science. Undergraduate Student.
Project Type: Final Project (TCC)
Title: Time Series Prediction in Financial Markets Using Machine Learning Techniques
Supervisors: Profa Cissa.
Contact: guilherme.baesse@estudante.ufla.br
Higor Batista Fernandes
Higor Batista Fernandes
Undergraduate Course: Bachelor's Degree in Information System. Undergraduate Student.
Project Type: Final Project (TCC)
Title: Comparative Study of Recommendation Algorithms Applied to E-commerce.
Supervisors: Profa Cissa and Prof. Gustavo.
Contact: higor.fernandes1@estudante.ufla.br
Julio Henrique Oliveira Mariano
Julio Henrique Oliveira Mariano
Undergraduate Course: Bachelor's Degree in Computer Science. Undergraduate Student.
Project Type: Final Project (TCC)
Title: Text Classification by Political Orientation Using Machine Learning Techniques
Supervisors: Profa Cissa.
Contact: julio.mariano@estudante.ufla.br
Guilherme Luiz de Azevedo
Guilherme Luiz de Azevedo
Undergraduate Course: Bachelor's Degree in Computer Science. Undergraduate Student.
Project Type: Final Project (TCC)
Title: Hyperparameterization of community detection methods for multi-label data
Supervisors: Profa Cissa.
Contact: guilherme.azevedo@estudante.ufla.br
Frederico Maia Estrella
Frederico Maia Estrella
Undergraduate Course: Bachelor's Degree in Computer Science. Undergraduate Student.
Project Type: Final Project (TCC)
Title: Comparative Analysis of Machine Learning Algorithms for Cardiovascular Disease Prediction
Supervisors: Profa Cissa.
Contact: frederico.estrella@estudante.ufla.br
José Acerbi Almeida Neto
José Acerbi Almeida Neto
Undergraduate Course: X
Project Type: Final Project (TCC)
Title: Systematic Study of Similarity Measures for Label Correlations in Multi-Label Problems
Supervisors: Prof. Renato and Profa. Cissa
Contact: jose.neto22@estudante.ufla.br
Wellington Almeida da Silva
Wellington Almeida da Silva
Undergraduate Course: Bachelor's Degree in Computer Science. Undergraduate Student.
Project Type: Tutor for the Introduction to Algorithms course (Monitoria)
Contact: wellington.silva11@estudante.ufla.br
Pedro Henrique Santana Quintiliano
Pedro Henrique Santana Quintiliano
Undergraduate Course: Bachelor's Degree in Computer Science. Undergraduate Student.
Project Type: Voluntary Scientific Initiation (without scholarship)
Title: Processing, refinement and visualization of DataSus data from the Lavras region.
Supervisors: Profa Cissa and Eng. Alisson.
Contact: pedrohquintiliano16@gmail.com
Gabriel Henrique de Paula Santos
Gabriel Henrique de Paula Santos
Undergraduate Course: Bachelor's Degree in Information Systems. Undergraduate Student.
Project Type: Voluntary Scientific Initiation (without scholarship)
Title: Computer vision applied to financial analysis: extracting insights with AI and OCR in tax documents.
Supervisors: Profa Cissa.
Contact: gabriel.santos26@estudante.ufla.br
Guilherme Luiz de Azevedo
Guilherme Luiz de Azevedo
Undergraduate Course: Bachelor's Degree in Computer Science. Undergraduate Student.
Project Type: Voluntary Scientific Initiation (without scholarship)
Title: An In-Depth Study of k-NN Sparsification for Community Detection in Multi-Label Classification.
Supervisors: Profa Cissa and Prof. Alan.
Contact: guilherme.azevedo@estudante.ufla.br
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Thiago Pereira Freire
Thiago Pereira Freire
Undergraduate Course: Bachelor's Degree in Computer Science. Undergraduate Student.
Project Type: Final Project (TCC)
Title: Modeling and Analysis for Travel Expense Forecasting: A Comparative Study of Algorithms.
Contact: thiago.freire@estudante.ufla.br
João Augusto Dias Neto
João Augusto Dias Neto
Undergraduate Course: Bachelor's Degree in Information Systems. Undergraduate Student.
Project Type: Final Project (TCC)
Title: Geospatial Analysis and Machine Learning in AirBnb pricing.
Contact: joao.neto4@estudante.ufla.br
Diego Alves de Oliveira
Diego Alves de Oliveira
Undergraduate Course: Bachelor's Degree in Computer Science. Undergraduate Student.
Project Type: Tutor for the Introduction to Algorithms course (Monitoria)
Contact: diego.oliveira1@estudante.ufla.br
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